https://dream.weekday.works/redirectToHiringCopilotExtension/

PyTorch Architecture Optimization Team
• Developed data sparsification API that allows users to prune trainable and non-trainable tensors.
• Added scheduling support to control sparsity levels during training. Built callbacks to support Pytorch lightning.
• Developed activation sparsifier API that allows users to prune activations flowing through the model.
• Integrated the data sparsifier API with quantization workflows.
• Used the data sparsifier API on the Deep Learning Recommendation Model to prune embedding tables. This compressed the model size by 80% with less than 2% loss in accuracy.
            

    
    

    
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Rho Canada Partners

Western Technology Investment

iGan Partners

Victor Avenue Capital

HIGHLINE

Meta Discover is a provider of biomedical research discovery tools for papers, biomedical science research material, and content. It offers customized research content in real-time. The company uses machine learning to map biomedical research in real-time with a comprehensive view of the topic-specific to the researcher field and topic emerging bet

Provider of biomedical research discovery tools for papers, biomedical science research material and content

Working at the CILVR Lab advised by Prof. Sumit Chopra
• Novel end-end deep learning framework that potentially reduces the screening time of an MRI exam by 20x
• Submitted paper to NeurIPS 2022 for review.

Founded in 1831, NYU is one of the world’s foremost research universities and is a member of the selective Association of American Universities. The first Global Network University, NYU has degree-granting university campuses in New York and Abu Dhabi, and has announced a third in Shanghai; has a dozen other global academic sites, including London, Paris, Florence, Tel Aviv, Buenos Aires, and Accra; and sends more students to study abroad than any other U.S. college or university. Through its numerous schools and colleges, NYU conducts research and provides education in the arts and sciences, law, medicine, business, dentistry, education, nursing, the cinematic and performing arts, music and studio arts, public administration, social work, and continuing and professional studies, among other areas.

Earn a master's in speech pathology online from Steinhardt's ASHA-Accredited online speech language pathology program. Become a speech language pathologist.

Majorly worked with a retailer chain wherein I built models to improve customer acquisition and engagement. 
• Customer Cadence Model | developed on 2M customers
    - Developed a model that classifies customers who are at risk of not returning to buy replenishable products. 
    - Different models were combined to balance precision & recall.
    - In an A/B test setup, the model improved the conversion rate by 2% & the dollar sales by $2k/week.

• Product Recommender for Email Campaigns | built on 25M customers
- Developed the engine using implicit collaborative filtering and created a multiplier to prioritize seasonal items. 
- Developed a framework to map customers to a set of offers based on the products recommended.
- In an A/B test setup, the model improved the dollar sales by 7% ($100k/month).

• Model Deployment
- Automated the cadence and recommender models to run in batch-mode using Ansible. AWS EC2 was used for computation and S3 for model & data storage. Used Snowflake to prepare the modeling data. 
- Developed and deployed a lead-scoring model in real-time on Kubernetes. FastAPI was used to create the endpoint service.


I also worked with a health division CPG Company:
• Developed a demand forecasting model.
• Scraped and created geographical features using OpenStreetMaps to improve model prediction
            

    
    

    
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Apax

Khazanah Nasional Berhad

Aimia

Narendra Kumar Agrawal

Gulu Mirchandani

Geeta Mirchandani

Kae Capital

Stone Ridge Ventures

MIPL

Playbook Partners

Position Ventures

Online marketplace for gaming-related NFTs. It allows users to buy and sell in-game NFTs. It features Fractal, a blockchain-based game.

AI powered decision support and data analytics software for enterprises

- Developed facility recommendation engine (for an internal product) using collaborative filtering using Spark.
- Used RedisDB in the backend to fetch and save recommendations

Works Applications is established in Japan, producing Enterprise Resource Planning (ERP) software for financials and supply chain management. The company has top market share in the Japanese ERP market for many years, where it competes effectively against foreign giant vendors.

We believe the way of work should be more creative.

We established development centers in Shanghai, Singapore, and India in only 3 years and spreading strategic to all around the world with the next-generation enterprise software solution called AI WORKS, which is designed to break away from the traditional ERP model.

It dramatically improves operational efficiency and reduces manual input. This next-generation solution also provides high usability and high speed (100 ms) by using the newest technology such as Cassandra, Spark, Yarn, Kafka, Elasticsearch etc. 

• License Plate Recognition System. 
- Built image processing pipeline to process and segment characters from raw license plate images.
- Used Convolutional Neural Network to recognize characters on License Plate.

IPSG System formed by merging Inprofy offshore operations with SkyGraph Services business. IPSG has two development centers i.e. a development center in Bangalore where we focus on delivering solutions in niche technology areas and another one at Tirupati, AP focusing on internet technologies.For more info: you may visit http://www.Inprofy.com or contact@ipsgsystems.com

Embedded WEKA in an android app to perform a prediction task.

Hudson River Capital Partners

Chatham Capital

Unisys provides IT solutions and services for government, financial and commercial markets. Services provided include for security, advanced data analytics, managed services &amp; outsourcing, mobility, network services, service management, cloud and infrastructure services, application and server software. Industry verticals covered include Communications, Life Sciences &amp; Health Care, Retail &amp; Transportation. It also has strategic alliances with Amazon, BMC, Dell, Google, IBM, Intel, Microsoft, NetApp, Oracle, Salesforce, SAP, ServiceNow etc.

IT solutions and services for government, financial and commercial markets